Social Market Analytics, Inc. (SMA) aggregates the intentions of professional investors as expressed on Twitter. SMA use patented proprietary Sentiment NLP, Topic Modelling, and Source Technology to compare current conversations to historical baselines identifying if the conversation is significantly more positive or negative than normal. SMA is a licensed Twitter partner with access to the full Twitter Firehose. We provide 9 years of out-of-sample historical data and have applied our machine learning to this historical dataset. Our data has proven to be predictive at statistically significant levels.